diff --git a/docs/setup.rst b/docs/setup.rst
index d2bd7ed0a..73af557e7 100644
--- a/docs/setup.rst
+++ b/docs/setup.rst
@@ -88,18 +88,19 @@ You can go multiple routes to setup and run Paperless:
 
 The Docker routes are quick & easy. These are the recommended routes. This configures all the stuff
 from the above automatically so that it just works and uses sensible defaults for all configuration options.
-Here you find a cheat-sheet for docker beginners: `CLI Basics <https://sehn.tech/post/devops-with-docker/>`
+Here you find a cheat-sheet for docker beginners: `CLI Basics <https://sehn.tech/post/devops-with-docker/>`_ 
 
 The bare metal route is complicated to setup but makes it easier
 should you want to contribute some code back. You need to configure and
 run the above mentioned components yourself.
 
 The ansible route combines benefits of both options:
-the setup process is fully automated, reproducible and independent,
-it includes the same sensible defaults,
-and it simultaneously provides the flexibility of a bare metal installation.
+the setup process is fully automated, reproducible and `idempotent <https://docs.ansible.com/ansible/latest/reference_appendices/glossary.html#Idempotency>`_,
+it includes the same sensible defaults, and it simultaneously provides the flexibility of a bare metal installation.
 
 .. _setup-docker_hub:
+.. _CLI Basics: https://sehn.tech/post/devops-with-docker/
+.. _idempotent: https://docs.ansible.com/ansible/latest/reference_appendices/glossary.html#Idempotency
 
 Install Paperless from Docker Hub
 =================================